{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "22fcb81c-74bd-4626-949b-86e36358228a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 公公变量\n",
    "limit = 15000"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "803cba1e-9fd2-4918-983c-efdf0c5b1bee",
   "metadata": {},
   "source": [
    "#### 1，首先连接Influx数据库"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a34165aa-11b4-4227-9c79-96237b941874",
   "metadata": {},
   "outputs": [],
   "source": [
    "from influxdb import InfluxDBClient\n",
    "import re\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "from datetime import datetime\n",
    "import pytz\n",
    "\n",
    "# 连接参数\n",
    "host = \"192.168.8.251\"\n",
    "port = 8086\n",
    "username = \"icare_admin\"\n",
    "password = \"123456\"\n",
    "database = \"tbs_svw\"\n",
    "\n",
    "# 创建客户端\n",
    "client = InfluxDBClient(host=host, port=port, username=username, password=password, database=database)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f9afbb7-47f0-4319-8792-d77e6f29defd",
   "metadata": {},
   "source": [
    "#### 2，获取变量"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "fee54115-111c-41ae-8119-f5ad0a1dcfd3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 提取所有符号变量\n",
    "def getVars(equip,formula):    \n",
    "    variables = re.findall(r'\\b[A-Za-z_]\\w*\\b', formula)\n",
    "    items = [\"C-\"+equip+\"-\"+v for v in variables]\n",
    "    return items\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1ffe0d07-9ebd-4199-8343-14eb67d0cc20",
   "metadata": {},
   "source": [
    "#### 3，查询数据库得到所有变量的data frame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "900b07ff-cb35-4aab-9b87-8a8078f47f49",
   "metadata": {},
   "outputs": [],
   "source": [
    "def convertTime(str):\n",
    "    date_format = \"%Y/%m/%d %H:%M:%S\"\n",
    "    my_tz = pytz.timezone('Asia/Shanghai')\n",
    "    dt = datetime.strptime(str, date_format)\n",
    "    dt = my_tz.localize(dt)\n",
    "    utc_dt = dt.astimezone(pytz.utc)\n",
    "    return int(utc_dt.timestamp() * 1e9)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e2cba881-3c2a-41e6-9fa2-7d2412dc26aa",
   "metadata": {},
   "outputs": [],
   "source": [
    "def query(items,startTime,endTime,resultFunc):\n",
    "    result_df = pd.DataFrame(columns=[\"time\"])\n",
    "    for item in items:\n",
    "        result = client.query(f\"SELECT * FROM history where item_code ='{item}' and time > {startTime} and time<{endTime}   LIMIT {limit}\")\n",
    "        points = list(result.get_points())\n",
    "        columns = points[0].keys()\n",
    "        rows = [list(obj.values()) for obj in points]\n",
    "        df = pd.DataFrame(rows, columns=columns)\n",
    "        df = df[['time','value']]\n",
    "        df = df.rename(columns={\"value\": item.split(\"-\")[-1]})\n",
    "        result_df = pd.merge(result_df,df, on=\"time\", how=\"outer\")\n",
    "    # 计算结果\n",
    "    result_df['result'] = result_df.eval(resultFunc)\n",
    "    # 补齐毫秒\n",
    "    result_df['time'] = [date if '.' in date else date[:-1] + '.000Z' for date in result_df['time']]\n",
    "    # 转换时区\n",
    "    result_df['time'] = pd.to_datetime(result_df['time']).dt.tz_convert('Asia/Shanghai')\n",
    "    return result_df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "acbe8f44-9fea-4893-a4ac-a8778996595a",
   "metadata": {},
   "source": [
    "#### 4，通过图表展示"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "90d5aab3-d4cb-4750-8012-fb72bbc65208",
   "metadata": {},
   "outputs": [],
   "source": [
    "def show(result_df):\n",
    "    plt.figure(figsize=(10, 6))  # 设置图表大小\n",
    "    for col in result_df.columns[1:]:\n",
    "        if col == \"result\":\n",
    "            plt.plot(result_df['time'], result_df[col], label=col, color='red',marker='o')  \n",
    "        else:\n",
    "            plt.plot(result_df['time'], result_df[col], linestyle='--',label=col, marker='.', markersize=1)  \n",
    "    plt.title('Time Series Data')  # 设置标题\n",
    "    plt.xlabel('Date')  # 设置x轴标签\n",
    "    plt.ylabel('Value')  # 设置y轴标签\n",
    "    plt.grid(True)  # 添加网格\n",
    "    plt.xticks(rotation=45)  # 旋转日期标签以便清晰显示\n",
    "    \n",
    "    #plt.gca().xaxis.set_major_locator(mdates.HourLocator(interval=2))  # 每2天显示一个标签\n",
    "    #plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%Y-%m-%d %H:%M:%S'))  # 设置日期格式\n",
    "    \n",
    "    plt.legend()  # 显示图例\n",
    "    \n",
    "    # 显示图像\n",
    "    plt.tight_layout()  # 自动调整布局\n",
    "    plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "561cb45c-4ff7-4bc1-8861-04319df9f9e7",
   "metadata": {},
   "source": [
    "#### 5，主入口"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c11ba5e7-2d81-43d9-9f6b-ec9dcdd795b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "equip = \"SP1-KCU-ST135-RB01\"\n",
    "formula = \"(((AA006==1?1:0)&(AA002==1?1:0))&(AA008==1?1:0))&(AA005==0?1:0)\"\n",
    "\n",
    "start = \"2021/12/10 06:05:15\"\n",
    "end = \"2021/12/10 06:08:15\"\n",
    "#startTime = 1639086975000000000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "014bb740-c6c8-414e-ba6b-dcb94dd2780b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#python不支持三元表达式，需要转换,?1:0) =>)*1\n",
    "formula = formula.replace(\"?1:0)\", \")*1\")\n",
    "items = getVars(equip,formula)\n",
    "startTime = convertTime(start)\n",
    "endTime = convertTime(end) \n",
    "df = query(items,startTime,endTime,formula)\n",
    "show(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c3f593ec-0c3c-4efb-b53d-b5c41054cc0c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.19"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
